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Franck Le
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2020 – today
- 2023
- [c57]Qiao Xiang, Yuling Lin, Mingjun Fang, Bang Huang, Siyong Huang, Ridi Wen, Franck Le, Linghe Kong, Jiwu Shu:
Toward Reproducing Network Research Results Using Large Language Models. HotNets 2023: 56-62 - [c56]Yangfan Huang, Yuling Lin, Haizhou Du, Yijian Chen, Haohao Song, Linghe Kong, Qiao Xiang, Qiang Li, Franck Le, Jiwu Shu:
Toward a Unified Framework for Verifying and Interpreting Learning-Based Networking Systems. IWQoS 2023: 1-10 - [c55]Qiao Xiang, Chenyang Huang, Ridi Wen, Yuxin Wang, Xiwen Fan, Zaoxing Liu, Linghe Kong, Dennis Duan, Franck Le, Wei Sun:
Beyond a Centralized Verifier: Scaling Data Plane Checking via Distributed, On-Device Verification. SIGCOMM 2023: 152-166 - [i14]Qiao Xiang, Yuling Lin, Mingjun Fang, Bang Huang, Siyong Huang, Ridi Wen, Franck Le, Linghe Kong, Jiwu Shu:
Toward Reproducing Network Research Results Using Large Language Models. CoRR abs/2309.04716 (2023) - 2022
- [c54]Qiao Xiang, Ridi Wen, Chenyang Huang, Yuxin Wang, Franck Le:
Network can check itself: scaling data plane checking via distributed, on-device verification. HotNets 2022: 85-92 - [c53]Franck Le, Mudhakar Srivatsa, Raghu K. Ganti, Vyas Sekar:
Rethinking data-driven networking with foundation models: challenges and opportunities. HotNets 2022: 188-197 - [c52]Franck Le, Davis Wertheimer, Seraphin B. Calo, Erich M. Nahum:
NorBERT: NetwOrk Representations Through BERT for Network Analysis & Management. MASCOTS 2022: 25-32 - [i13]Ning Luo, Qiao Xiang, Timos Antonopoulos, Ruzica Piskac, Y. Richard Yang, Franck Le:
IVeri: Privacy-Preserving Interdomain Verification. CoRR abs/2202.02729 (2022) - [i12]Qiao Xiang, Ridi Wen, Chenyang Huang, Jiwu Shu, Franck Le:
Switch as a Verifier: Toward Scalable Data Plane Checking via Distributed, On-Device Verification. CoRR abs/2205.07808 (2022) - [i11]Franck Le, Davis Wertheimer, Seraphin B. Calo, Erich M. Nahum:
NorBERT: NetwOrk Representations through BERT for Network Analysis and Management. CoRR abs/2206.10472 (2022) - [i10]Franck Le, Mudhakar Srivatsa, Raghu K. Ganti, Vyas Sekar:
Rethinking Data-driven Networking with Foundation Models: Challenges and Opportunities. CoRR abs/2211.06494 (2022) - 2021
- [j15]Qiao Xiang, Haitao Yu, James Aspnes, Franck Le, Chin Guok, Linghe Kong, Yang Richard Yang:
Optimizing in the Dark: Learning Optimal Network Resource Reservation Through a Simple Request Interface. IEEE/ACM Trans. Netw. 29(2): 571-584 (2021) - [j14]Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le:
More Is Not Always Better: An Analytical Study of Controller Synchronizations in Distributed SDN. IEEE/ACM Trans. Netw. 29(4): 1580-1590 (2021) - [c51]Shengzhong Liu, Franck Le, Supriyo Chakraborty, Tarek F. Abdelzaher:
On Exploring Attention-based Explanation for Transformer Models in Text Classification. IEEE BigData 2021: 1193-1203 - [c50]Franck Le, Seraphin B. Calo, Dinesh C. Verma:
Risks and Challenges of Training Classifiers for IoT. ICIOT 2021: 15-28 - [c49]Konstantinos Poularakis, Qiaofeng Qin, Franck Le, Sastry Kompella, Leandros Tassiulas:
Generalizable and Interpretable Deep Learning for Network Congestion Prediction. ICNP 2021: 1-10 - [c48]Qiao Xiang, Franck Le, Jingxuan Zhang, Y. Richard Yang:
Toward Stable Interdomain Network-Application Integration. NAI@SIGCOMM 2021: 40-46 - 2020
- [j13]Ali Munir, Ting He, Ramya Raghavendra, Franck Le, Alex X. Liu:
Network Scheduling and Compute Resource Aware Task Placement in Datacenters. IEEE/ACM Trans. Netw. 28(6): 2435-2448 (2020) - [c47]Qiao Xiang, J. Jensen Zhang, Franck Le, Yang Richard Yang:
Toward Programmable Interdomain Routing. ANRW 2020: 22-24 - [c46]Franck Le, Mudhakar Srivatsa:
Deriving Interpretable Rules for IoT Discovery Through Attention. ICIOT 2020: 32-44 - [c45]Xiaoyang Zhao, Chuan Wu, Franck Le:
Improving Inter-domain Routing through Multi-agent Reinforcement Learning. INFOCOM Workshops 2020: 1129-1134 - [c44]Qiao Xiang, Jingxuan Zhang, Kai Gao, Yeon-Sup Lim, Franck Le, Geng Li, Yang Richard Yang:
Toward Optimal Software-Defined Interdomain Routing. INFOCOM 2020: 1529-1538 - [i9]Shenshen Chen, Geng Li, Kerim Gokarslan, Bin Li, Qiao Xiang, Haitao Yu, Franck Le, Yang Richard Yang, Ying Zhang:
Carbide: Highly Reliable Networks Through Real-Time Multiple Control Plane Composition. CoRR abs/2005.11425 (2020)
2010 – 2019
- 2019
- [j12]Jingpu Duan, Xiaodong Yi, Shixiong Zhao, Chuan Wu, Heming Cui, Franck Le:
NFVactor: A Resilient NFV System Using the Distributed Actor Model. IEEE J. Sel. Areas Commun. 37(3): 586-599 (2019) - [j11]Jingpu Duan, Xiaodong Yi, Junjie Wang, Chuan Wu, Franck Le:
NetStar: A Future/Promise Framework for Asynchronous Network Functions. IEEE J. Sel. Areas Commun. 37(3): 600-612 (2019) - [j10]Qiao Xiang, Jingxuan Jensen Zhang, Xin Tony Wang, Yang Jace Liu, Chin Guok, Franck Le, John MacAuley, Harvey B. Newman, Yang Richard Yang:
Toward Fine-Grained, Privacy-Preserving, Efficient Multi-Domain Network Resource Discovery. IEEE J. Sel. Areas Commun. 37(8): 1924-1940 (2019) - [j9]Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le, Sastry Kompella, Leandros Tassiulas:
How Advantageous Is It? An Analytical Study of Controller-Assisted Path Construction in Distributed SDN. IEEE/ACM Trans. Netw. 27(4): 1643-1656 (2019) - [c43]Qiao Xiang, Haitao Yu, James Aspnes, Franck Le, Linghe Kong, Yang Richard Yang:
Optimizing in the Dark: Learning an Optimal Solution through a Simple Request Interface. AAAI 2019: 1674-1681 - [c42]Franck Le, Enriquillo Valdez, Pau-Chen Cheng:
Counting Devices: Revisiting Existing Approaches in Today's Settings. IEEE BigData 2019: 4032-4037 - [c41]Seraphin B. Calo, Dinesh C. Verma, Maroun Touma, Franck Le, Douglas Freimuth, Erich M. Nahum:
An AI Enabled System for Distributed System Characterization. ICCC 2019: 10-18 - [c40]João Reis, Miguel Rocha, Truong Khoa Phan, David Griffin, Franck Le, Miguel Rio:
Deep Neural Networks for Network Routing. IJCNN 2019: 1-8 - [c39]Geng Li, Yang Richard Yang, Franck Le, Yeon-Sup Lim, Junqi Wang:
Update Algebra: Toward Continuous, Non-Blocking Composition of Network Updates in SDN. INFOCOM 2019: 1081-1089 - [c38]Franck Le, Erich M. Nahum:
Experiences Implementing Live VM Migration over the WAN with Multi-Path TCP. INFOCOM 2019: 1090-1098 - [c37]Jorge Ortiz, Catherine H. Crawford, Franck Le:
DeviceMien: network device behavior modeling for identifying unknown IoT devices. IoTDI 2019: 106-117 - [c36]Franck Le, Mudhakar Srivatsa, Krishna Kesari Reddy, Kaushik Roy:
Using Graphical Models as Explanations in Deep Neural Networks. MASS 2019: 283-289 - [c35]Geng Li, Akrit Mudvari, Kerim Gokarslan, Patrick Baker, Sastry Kompella, Franck Le, Kelvin M. Marcus, Jeremy Tucker, Yang Richard Yang, Paul L. Yu:
Magnalium: Highly Reliable SDC Networks with Multiple Control Plane Composition. SMARTCOMP 2019: 93-98 - 2018
- [j8]Yongzheng Jia, Chuan Wu, Zongpeng Li, Franck Le, Alex X. Liu:
Online Scaling of NFV Service Chains Across Geo-Distributed Datacenters. IEEE/ACM Trans. Netw. 26(2): 699-710 (2018) - [c34]Jiefei Ma, Windhya Rankothge, Christian Makaya, Mariceli Morales, Franck Le, Jorge Lobo:
An Overview of A Load Balancer Architecture for VNF chains Horizontal Scaling. CNSM 2018: 323-327 - [c33]Franck Le, Jorge Ortiz, Dinesh C. Verma, Dilip D. Kandlur:
Policy-Based Identification of IoT Devices' Vendor and Type by DNS Traffic Analysis. PADG@ESORICS 2018: 180-201 - [c32]Qiao Xiang, Franck Le, Yeon-Sup Lim, Vinod K. Mishra, Christopher Williams, Yang Richard Yang, Hongwei Zhang:
OpenSDC: A Novel, Generic Datapath for Software Defined Coalitions. MILCOM 2018: 1-6 - [c31]Qiao Xiang, J. Jensen Zhang, Xin Tony Wang, Y. Jace Liu, Chin Guok, Franck Le, John MacAuley, Harvey B. Newman, Yang Richard Yang:
Fine-grained, multi-domain network resource abstraction as a fundamental primitive to enable high-performance, collaborative data sciences. SC 2018: 5:1-5:13 - [c30]Qiao Xiang, J. Jensen Zhang, Xin Tony Wang, Y. Jace Liu, Chin Guok, Franck Le, John MacAuley, Harvey B. Newman, Yang Richard Yang:
Fine-Grained, Multi-Domain Network Resource Abstraction as a Fundamental Primitive to Enable High-Performance, Collaborative Data Sciences. SIGCOMM Posters and Demos 2018: 27-29 - [c29]Qiao Xiang, Chin Guok, Franck Le, John MacAuley, Harvey B. Newman, Yang Richard Yang:
SFP: Toward Interdomain Routing for SDN Networks. SIGCOMM Posters and Demos 2018: 87-89 - [i8]Jingpu Duan, Xiaodong Yi, Shixiong Zhao, Chuan Wu, Heming Cui, Franck Le:
NFVactor: A Resilient NFV System using the Distributed Actor Model. CoRR abs/1805.06160 (2018) - [i7]Jiefei Ma, Windhya Rankothge, Christian Makaya, Mariceli Morales, Franck Le, Jorge Lobo:
A Comprehensive Study on Load Balancers for VNF chains Horizontal Scaling. CoRR abs/1810.03238 (2018) - 2017
- [j7]Jingpu Duan, Chuan Wu, Franck Le, Alex X. Liu, Yanghua Peng:
Dynamic Scaling of Virtualized, Distributed Service Chains: A Case Study of IMS. IEEE J. Sel. Areas Commun. 35(11): 2501-2511 (2017) - [j6]Windhya Rankothge, Franck Le, Alessandra Russo, Jorge Lobo:
Optimizing Resource Allocation for Virtualized Network Functions in a Cloud Center Using Genetic Algorithms. IEEE Trans. Netw. Serv. Manag. 14(2): 343-356 (2017) - [c28]Xiaoke Wang, Chuan Wu, Franck Le, Francis Chi-Moon Lau:
Online Learning-Assisted VNF Service Chain Scaling with Network Uncertainties. CLOUD 2017: 205-213 - [c27]Lucas Chaufournier, Prateek Sharma, Franck Le, Erich M. Nahum, Prashant J. Shenoy, Don Towsley:
Fast transparent virtual machine migration in distributed edge clouds. SEC 2017: 10:1-10:13 - [c26]Ali Munir, Zhiyun Qian, Zubair Shafiq, Alex X. Liu, Franck Le:
Multipath TCP traffic diversion attacks and countermeasures. ICNP 2017: 1-10 - [c25]Murad Kablan, Azzam Alsudais, Eric Keller, Franck Le:
Stateless Network Functions: Breaking the Tight Coupling of State and Processing. NSDI 2017: 97-112 - [c24]Franck Le, Christopher Leet, Christian Makaya, Miguel Rio, Xin Wang, Yang Richard Yang:
SFP: Toward a scalable, efficient, stable protocol for federation of software defined networks. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-6 - [i6]Windhya Rankothge, Franck Le, Alessandra Russo, Jorge Lobo:
Data Modelling for the Evaluation of Virtualized Network Functions Resource Allocation Algorithms. CoRR abs/1702.00369 (2017) - [i5]Jingpu Duan, Chuan Wu, Franck Le, Alex X. Liu, Yanghua Peng:
Dynamic Scaling of Virtualized, Distributed Service Chains: A Case Study of IMS. CoRR abs/1702.02853 (2017) - [i4]Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le, Sastry Kompella, Leandros Tassiulas:
How Better is Distributed SDN? An Analytical Approach. CoRR abs/1712.04161 (2017) - 2016
- [j5]Jiefei Ma, Franck Le, Alessandra Russo, Jorge Lobo:
Declarative Framework for Specification, Simulation and Analysis of Distributed Applications. IEEE Trans. Knowl. Data Eng. 28(6): 1489-1502 (2016) - [j4]João Luis Sobrinho, Laurent Vanbever, Franck Le, André Sousa, Jennifer Rexford:
Scaling the Internet Routing System Through Distributed Route Aggregation. IEEE/ACM Trans. Netw. 24(6): 3462-3476 (2016) - [c23]Xiaoke Wang, Chuan Wu, Franck Le, Alex X. Liu, Zongpeng Li, Francis Chi-Moon Lau:
Online VNF Scaling in Datacenters. CLOUD 2016: 140-147 - [c22]Franck Le, Erich M. Nahum, Dilip D. Kandlur:
Understanding the Performance and Bottlenecks of Cloud-Routed Overlay Networks: A Case Study. CAN@CoNEXT 2016: 7-12 - [c21]Ali Munir, Ting He, Ramya Raghavendra, Franck Le, Alex X. Liu:
Network Scheduling Aware Task Placement in Datacenters. CoNEXT 2016: 221-235 - [c20]Chris X. Cai, Shayan Saeed, Indranil Gupta, Roy H. Campbell, Franck Le:
Phurti: Application and Network-Aware Flow Scheduling for Multi-tenant MapReduce Clusters. IC2E 2016: 161-170 - [c19]Chris X. Cai, Franck Le, Xin Sun, Geoffrey G. Xie, Hani Jamjoom, Roy H. Campbell:
CRONets: Cloud-Routed Overlay Networks. ICDCS 2016: 67-77 - [c18]Franck Le, Starsky H. Y. Wong, Ramya Raghavendra, Vasileios Pappas, Erich M. Nahum:
Removing TCP congestion control on the last hop in split TCP environments. WiOpt 2016: 92-99 - [i3]Xiaoke Wang, Chuan Wu, Franck Le, Alex X. Liu, Zongpeng Li, Francis Chi-Moon Lau:
Online VNF Scaling in Datacenters. CoRR abs/1604.01136 (2016) - [i2]Yongzheng Jia, Chuan Wu, Zongpeng Li, Franck Le, Alex X. Liu:
Online Scaling of NFV Service Chains across Geo-distributed Datacenters. CoRR abs/1611.08086 (2016) - 2015
- [c17]Windhya Rankothge, Jiefei Ma, Franck Le, Alessandra Russo, Jorge Lobo:
Towards making network function virtualization a cloud computing service. IM 2015: 89-97 - [c16]Jiefei Ma, Franck Le, Alessandra Russo, Jorge Lobo:
Detecting distributed signature-based intrusion: The case of multi-path routing attacks. INFOCOM 2015: 558-566 - [c15]Windhya Rankothge, Franck Le, Alessandra Russo, Jorge Lobo:
Experimental results on the use of genetic algorithms for scaling virtualized network functions. NFV-SDN 2015: 47-53 - [c14]Franck Le, Erich M. Nahum, Vasilis Pappas, Maroun Touma, Dinesh C. Verma:
Experiences Deploying a Transparent Split TCP Middlebox and the Implications for NFV. HotMiddlebox@SIGCOMM 2015: 31-36 - 2014
- [j3]Franck Le, João Luis Sobrinho:
Interconnecting Routing Instances. IEEE/ACM Trans. Netw. 22(2): 540-553 (2014) - [c13]João Luis Sobrinho, Laurent Vanbever, Franck Le, Jennifer Rexford:
Distributed Route Aggregation on the Global Network. CoNEXT 2014: 161-172 - 2013
- [j2]Jiefei Ma, Franck Le, David Wood, Alessandra Russo, Jorge Lobo:
A declarative approach to distributed computing: Specification, execution and analysis. Theory Pract. Log. Program. 13(4-5): 815-830 (2013) - [c12]M. Zubair Shafiq, Franck Le, Mudhakar Srivatsa, Alex X. Liu:
Cross-path inference attacks on multipath TCP. HotNets 2013: 15:1-15:7 - 2012
- [c11]Jorge Lobo, Jiefei Ma, Alessandra Russo, Franck Le:
Declarative Distributed Computing. Correct Reasoning 2012: 454-470 - [c10]Franck Le, Mudhakar Srivatsa, Arun Iyengar:
Byte Caching in Wireless Networks. ICDCS 2012: 265-274 - [c9]João L. Sobrinho, Franck Le:
A fresh look at inter-domain route aggregation. INFOCOM 2012: 2556-2560 - 2011
- [c8]Franck Le, Geoffrey G. Xie, Hui Zhang:
On route aggregation. CoNEXT 2011: 6 - 2010
- [c7]Franck Le, Geoffrey G. Xie, Hui Zhang:
Theory and new primitives for safely connecting routing protocol instances. SIGCOMM 2010: 219-230
2000 – 2009
- 2009
- [j1]Franck Le, Sihyung Lee, Tina Wong, Hyong S. Kim, Darrell Newcomb:
Detecting network-wide and router-specific misconfigurations through data mining. IEEE/ACM Trans. Netw. 17(1): 66-79 (2009) - 2008
- [c6]Franck Le, Geoffrey G. Xie, Hui Zhang:
Instability free routing: beyond one protocol instance. CoNEXT 2008: 9 - [c5]Franck Le, Geoffrey G. Xie, Dan Pei, Jia Wang, Hui Zhang:
Shedding light on the glue logic of the internet routing architecture. SIGCOMM 2008: 39-50 - 2007
- [c4]Franck Le, Geoffrey G. Xie, Hui Zhang:
Understanding Route Redistribution. ICNP 2007: 81-92 - [c3]Franck Le, Geoffrey G. Xie:
On guidelines for safe route redistributions. INM@SIGCOMM 2007: 274-279 - 2006
- [c2]Franck Le, Sihyung Lee, Tina Wong, Hyong S. Kim, Darrell Newcomb:
Minerals: using data mining to detect router misconfigurations. MineNet 2006: 293-298 - [i1]Franck Le, Stefano M. Faccin, Basavaraj Patil, Hannes Tschofenig:
Mobile IPv6 and Firewalls: Problem Statement. RFC 4487: 1-16 (2006) - 2002
- [c1]Stefano M. Faccin, Franck Le:
A secure and efficient solution to the IPv6 address ownership problem. MWCN 2002: 162-166
Coauthor Index
aka: Y. Richard Yang
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